huggingface / transformers-research-projects Unit Size

Intro

Unit size measurements show the distribution of size of units of code (methods, functions...).
Units are classified in four categories based on their size (lines of code): 1-20 (small units), 20-50 (medium size units), 51-100 (long units), 101+ (very long units).
You should aim at keeping units small (< 20 lines). Long units may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.

Learn more...

Unit Size Overall

There are 1,369 units with 24,680 lines of code in units (63.3% of code).

43 very long units (9,073 lines of code)
47 long units (3,133 lines of code)
151 medium size units (4,357 lines of code)
259 small units (3,722 lines of code)
869 very small units (4,395 lines of code)

Legend:

101+

51-100

21-50

11-20

1-10

Unit Size per Extension

101+

51-100

21-50

11-20

1-10

Unit Size per Logical Component

primary logical decomposition

101+

51-100

21-50

11-20

1-10

Alternative Visuals

3D view of all units

Longest Units

Top 50 longest units

Unit	# lines	McCabe index	# params
def main() in movement-pruning/masked_run_squad.py	418	49	0
def main() in xtreme-s/run_xtreme_s.py	382	86	0
def main() in luke/run_luke_ner_no_trainer.py	367	103	0
def main() in movement-pruning/masked_run_glue.py	350	40	0
def main() in distillation/run_squad_w_distillation.py	328	47	0
def main() in quantization-qdqbert/run_quant_qa.py	311	92	0
def main() in jax-projects/model_parallel/run_clm_mp.py	308	73	0
def main() in bert-loses-patience/run_glue_with_pabee.py	296	47	0
def main() in tapex/run_wikisql_with_tapex.py	291	50	0
def main() in deebert/run_glue_deebert.py	290	53	0
def main() in robust-speech-event/run_speech_recognition_ctc_bnb.py	283	62	0
def main() in tapex/run_wikitablequestions_with_tapex.py	274	72	0
def train() in movement-pruning/masked_run_squad.py	265	94	5
def train() in movement-pruning/masked_run_glue.py	256	96	5
def main() in layoutlmv3/run_funsd_cord.py	255	73	0
def main() in robust-speech-event/run_speech_recognition_ctc_streaming.py	253	47	0
def main() in jax-projects/wav2vec2/run_wav2vec2_pretrain_flax.py	227	35	0
def main() in mm-imdb/run_mmimdb.py	220	38	0
def main() in jax-projects/hybrid_clip/run_hybrid_clip.py	200	30	0
def main() in tapex/run_tabfact_with_tapex.py	193	36	0
def finetune() in self-training-text-classification/finetuning.py	189	68	5
def main() in distillation/train.py	189	14	0
def main() in wav2vec2/run_common_voice.py	187	31	0
def selftrain() in self-training-text-classification/selftraining.py	176	42	5
def train() in distillation/run_squad_w_distillation.py	169	60	5
def main() in mlm_wwm/run_mlm_wwm.py	168	58	0
def parse_args() in luke/run_luke_ner_no_trainer.py	168	7	0
def train() in self-training-text-classification/finetuning.py	162	42	8
def main() in bertology/run_bertology.py	159	27	0
def train() in bert-loses-patience/run_glue_with_pabee.py	151	51	4
def main() in information-gain-filtration/run_clm_igf.py	148	6	0
def train() in deebert/run_glue_deebert.py	142	57	5
def train() in mm-imdb/run_mmimdb.py	140	46	5
def from_pretrained() in visual_bert/modeling_frcnn.py	137	30	4
def from_pretrained() in lxmert/modeling_frcnn.py	137	30	4
def main() in bertology/run_prune_gpt.py	126	19	0
def evaluate() in movement-pruning/masked_run_squad.py	112	31	4
def get_args() in rag/eval_rag.py	111	2	0
def get_args() in rag-end2end-retriever/eval_rag.py	111	2	0
def main() in wav2vec2/run_asr.py	110	19	0
def get_strided_contexts_and_ans() in jax-projects/big_bird/prepare_natural_questions.py	109	16	5
def main() in adversarial/run_hans.py	103	22	0
def add_model_specific_args() in rag-end2end-retriever/finetune_rag.py	102	1	2
def training_step() in rag-end2end-retriever/finetune_rag.py	97	25	3
def main() in zero-shot-distillation/distill_classifier.py	92	18	0
def __init__() in rag-end2end-retriever/finetune_rag.py	90	23	3
def main() in rag-end2end-retriever/finetune_rag.py	90	28	2
def evaluate() in distillation/run_squad_w_distillation.py	89	18	4
def align_single_sample() in wav2vec2/alignment.py	87	32	2
def _fast_translate_batch() in bertabs/modeling_bertabs.py	86	26	4